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DOI 10.14444/8071

Медицинская библиотека · AMIA ... Annual Symposium proceedings. AMIA Symposium · 2025

Leveraging Large Language Models for Thyroid Nodule Information Extraction and Matching Across Medical Reports.

Lee Dongwoo, Amara Dominic, Beon Chandler, Swee Steven, Radhachandran Ashwath, Athreya Shreeram, Ivezic Vedrana, Arnold Corey, Speier William

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Аннотация

PURPOSE: To assess the efficacy and safety of very low-power Holmium Laser Enucleation of the Prostate (HoLEP) on a 30-W holmium laser source.

MATERIALS AND

METHODS

With the approval of the local ethics committee, we retrospectively analysed 60 patients treated with HoLEP. There were 30 patients in the low-power (LP) group and 30 patients in the very low-power (VLP) group. For the LP group, we used a 60-W holmium laser machine. Throughout the en bloc process, we used laser settings of 2 J and 20 Hz. We used a 30-W low-power holmium source in the VLP group. We used laser settings of 2 J and 10 Hz. All patients were operated on by an experienced surgeon. We evaluated the surgical parameters and practicality of the low-power laser vs. the very low-power laser.

RESULTS

All patients underwent successful HoLEP in the very low-power group; it was not necessary to increase the output of the laser in any case. Mean preoperatively estimated prostate volume was 88.1 mL (range, 30-300 mL). Mean enucleation time and enucleation efficiency were 67.9 min (range, 25-150 min) and 0.99 gm/min (range, 0.8-1.8 gm/min), respectively. No patient required blood transfusion postoperatively. No stress urinary incontinence (SUI) was observed in the 3rd month postoperative follow-up.

CONCLUSION

The use of a low-power laser source is encouraging for the learning curve of new surgeons who will begin HoLEP surgery; it can facilitate the adoption of HoLEP in developing countries, where the initial capital investment may be a major obstacle.

Для цитирования: Lee Dongwoo, Amara Dominic, Beon Chandler, Swee Steven, Radhachandran Ashwath, Athreya Shreeram, Ivezic Vedrana, Arnold Corey, Speier William. Leveraging Large Language Models for Thyroid Nodule Information Extraction and Matching Across Medical Reports.. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2025. DOI: 10.14444/8071.

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